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Llama-3.1-8B-Instruct · Q5_K_S

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NVIDIA RTX 509032GBOllama v0.23L2 Cross-framework verified

This page aggregates 1 real-world runs of Llama-3.1-8B-Instruct (Q5_K_S) on NVIDIA RTX 5090 with Ollama, contributed by 1 independent source platforms; metrics are averages of published measurements.

220.5 tok/s

Decode

Decode speed

854 tok/s

Prefill

Prefill speed

1.41 s

TTFT

Time to first token

17.22 GB

VRAM

VRAM usage

L2 Cross-framework verified

1

Measured runs

1

Independent sources

Other

Source platforms

16 days ago

Last verified

Performance

  1. Ollama · Q5_K_S (current)Decode 220.5 · Prefill 854 ·
  2. Strata · IQ3_S Decode 280 · Prefill 1358.66 ·
  3. Strata · Q5_K_M Decode 297.96 · Prefill 1229.8 ·
  4. vLLM · IQ4_XS Decode 310.8 · Prefill 1667.93 ·
  5. Ollama · IQ1_S Decode 316.88 · Prefill 1203.93 ·
  6. llama.cpp · Q8_0 Decode 162.5 · Prefill 1218.8 ·
  7. llama.cpp · Q5_K_M Decode 236.9 · Prefill 1776.8 ·
  8. llama.cpp · Q4_K_M Decode 285.3 · Prefill 2139.8 ·

Core figures

Decode (avg)
220.5 tok/s
Prefill (avg)
854 tok/s
TTFT (avg)
1.41 s
VRAM (avg)
17.22 GB
MTP acceptance rate
—
TTFB
1.76 GB
Power draw
407.2 W

Configuration

Member-level fields are taken from the most recent run

Model
Llama-3.1-8B-Instruct
Quantization
Q5_K_S
Framework
Ollama
Version
v0.23
Context length
2048 tokens
Batch size
256
GPU layers
33
Flash Attention
Off

Hardware

Nominal and measured figures are shown side by side; whether it runs is the reader's call

GPU
NVIDIA RTX 5090
Nominal VRAM
32 GB
Measured VRAM (avg)
17.22 GB
OS
Windows 11 23H2
Driver
570.86
CUDA
12.4
Power draw
407.2 W

Sources & evidence

1 measured records in total, each traceable to its original source

  1. L2 Cross-framework verifiedOtherOriginal link Verified on 2026-10-19

    v0.23 · Windows 11 23H2 · CUDA 12.4 · 2048 ctx

    220.5 tok/s

    Decode

    854 tok/s

    Prefill

    1.41 s

    TTFT

    17.22 GB

    VRAM

    —

    MTP

    407.2 W

    Power draw

    L2 batch seed 2026-10-19: Ollama on hw_id=13 running model_id=68 at Q5_K_S